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<html> <TITLE>Publications - Anil K. Jain</TITLE>
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<h2>RECENT PUBLICATIONS</h2>


<p><center><!WA0><IMG ALT ="" SRC="http://web.cps.msu.edu/img/bar.red.gif" WIDTH=700 HEIGHT=3></center><p>
<h2>Books</h2>


<p><!WA1><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
3D Object Recognition Systems (co-editor with P. Flynn), Elsevier, 1993.
 
<p><!WA2><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
Markov Random Fields: Theory and Application (co-editor with R. Chellappa),
Academic Press, 1993.
 
<p><!WA3><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
Neural Networks and Statistical Pattern Recognition, North-Holland, 1991
(co-editor with I. Sethi).
 
<p><!WA4><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
Analysis and Interpretation of Range Images, Springer-Verlag, 1990
(co-editor with R. Jain).
 
<p><!WA5><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
Algorithms For Clustering Data, Prentice-Hall, 1988 (with R. Dubes).
 
<p><!WA6><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
Real-Time Object Measurement and Classification (editor), Springer-Verlag, 1988.

<p>
<center><!WA7><IMG ALT ="" SRC="http://web.cps.msu.edu/img/bar.red.gif" WIDTH=700 HEIGHT=3></center><p>
<H2>Book Chapters</H2>

<p><!WA8><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Image Segmentation Using Clustering", in  Advances in Image Understanding,
K. Bowyer and N. Ahuja (eds.), IEEE Computer Society Press, pp. 65-83, 1996
(with P. Flynn).

<p><!WA9><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Fingerprint Matching on Splash 2" in Splash 2: FPGAS in a Custom Computing
Machine, D. Buell, J. Arnold and W. Kleinfolder (eds.) IEEE Computer Society
Press, pp. 117-140, 1996 (with N. Ratha and D. Rover).

<p><!WA10><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Neural Networks and Pattern Recognition", Computational Intelligence for
Imitating Life", J.M. Zurada, R.J. Marks and C.J. Robinson (eds.), IEEE
Press, pp. 194-212, 1994 (with J. Mao).

<p><!WA11><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Three-Dimensional Object Recognition", in Handbook of Pattern Recognition
and Image Processing, T.Y. Young (ed.), Academic Press, 1994, pp. 498-541
(with P. Flynn).
 
<p><!WA12><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Texture Analysis", in Handbook of Pattern Recognition and Computer Vision,
C.H. Chen, L.F. Pau and P. Wang (eds.), World Scientific Publishing Co.,
1993, pp. 235-276 (with M. Tuceryan).
 
<p><!WA13><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Markov Random Field Applications in Image Analysis", Data Analysis in
Astronomy IV, Di Gesu et al. (eds.), Plenum Press, 1992, pp. 39-50 (with S.
Nadabar).
 
<p><!WA14><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Bootstrap Techniques in Statistical Pattern Recognition", in Systems and
Signal Processing, R.N. Madan et al. (eds.), Oxford and IBH Publishing Co.,
1991, pp. 525-534.

<p><!WA15><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Small Sample Size Problems in Designing Artificial Neural Networks", in
Neural Networks and Statistical Pattern Recognition, I. Sethi and A.K. Jain
(eds.), North-Holland, 1991, pp. 33-50 (with S. Raudys).
 
<p><!WA16><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Range Image Segmentation Using MRF Models", in Markov Random Fields: Theory
and Applications, R. Chellappa and A.K. Jain (eds.), Academic Press, 1993,
pp. 543-572 (with S. Nadabar).
<p>
<center><!WA17><IMG ALT ="" SRC="http://web.cps.msu.edu/img/bar.red.gif" WIDTH=700 HEIGHT=3></center><p>
<H2>Journal Articles</H2>

<p><!WA18><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"COSMOS: A Representation scheme for 3D Free-Form Objects", to appear in the
IEEE Trans PAMI (with C. Dorai).

<p><!WA19><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Optimal Registration of Multiple Object Views", to appear in the IEEE
Trans. PAMI (with C. Dorai and J. Weng).

<p><!WA20><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Shape Spectrum-Based View Grouping and matching of 3D Free-Form Objects",
to appear in the IEEE Trans. PAMI (with C. Dorai).

<p><!WA21><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"On Line Fingerprint Verification", to appear in the IEEE Trans. PAMI (with
L. Hong and R. Bolle).

<p><!WA22><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Algorithms for Feature Selection", to appear in the IEEE Trans. PAMI (with
D. Zongker).

<p><!WA23><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"lt-Space Representation of Images and Generalized Edge Detector", to appear
in the IEEE Trans. PAMI (with M. Gokmen).

<p><!WA24><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
Pre/post-filter for performance improvement of transform coding", Signal
Processing: Image Communication, 8, pp. 229-239, 1996 (with C.J. Kuo and J.
Deller).

<p><!WA25><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Mobile Robot Localization in Indoor Environment", to appear in Pattern
Recognition, 1996 (with H. Dulimarta).

<p><!WA26><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Object Detection Using Gabor Filters", to appear in Pattern Recognition,
1996 (with N. Ratha and S. Lakshmanan).

<p><!WA27><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Practicing Vision: Integration, Evaluation and Applications", to appear in
Pattern Recognition, 1996 (with C. Dorai).

<p><!WA28><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Texture Fusion and Feature Selection", to appear in the IEEE Trans.
Geoscience and Remote Sensing (with A. Schistad Solberg).

<p><!WA29><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"A Generic System for Form Dropout", to appear in the IEEE Trans. PAMI, 1996
(with B. Yu).

<p><!WA30><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"A Real-time Matching System for Large Fingerprint Databases", IEEE Trans.
PAMI, Vol. 18, 8, pp. 799-813, 1996 (with N. Ratha, S. Chen, K. Karu).

<p><!WA31><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"On Retrieving Textured Images from an Image Database", Pattern Recognition,
Vol. 29, No. 9, pp. 1461-1484, Sept. 1996 (with G. Gimel'farb).

<p><!WA32><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Is there Texture in the Image?", Pattern Recognition, Vol. 29, No. 9, pp.
1437-1446, Sept. 1996 (with K. Karu and R. Bolle).

<p><!WA33><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Neural Networks: A Tutorial", IEEE Computer, Vol. 29, 3, pp. 31-44, March
1996 (with J. Mao and M. Mohiuddin).

<p><!WA34><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"A Robust and Fast Skew Detection Algorithm for Generic Documents", Pattern
Recognition, Vol. 29, No. 10, pp. 1599-1630, Oct. 1996 (with B. Yu).

<p><!WA35><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Image Retrieval Using Color and Shape", Pattern Recognition, Vol. 29, No.
8, pp. 1233-1244, 1996 (with A. Vailaya).

<p><!WA36><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"A Client/Server Control Architecture for Robot Navigation", Pattern
Recognition, Vol. 29, No. 8, pp. 1259-1284, 1996 (with H. Dulimarta).

<p><!WA37><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Feature Extraction Methods for Character Recognition-A Survey", Pattern
Recognition, Vol. 29, 3, pp. 641-662, April 1996 (with O. Trier and T. Taxt).

<p><!WA38><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Parameter Estimation in Markov Random Field Line Process Models", IEEE
Trans. PAMI, Vol. 18, No. 3, pp. 326-329, March 1996 (with S. Nadabar).

<p><!WA39><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Object Matching Using Deformable Templates", IEEE Trans. PAMI, Vol. 18, No.
3, pp. 267-278, March 1996 (with Y. Zhong and S. Lakshamanan).

<p><!WA40><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Vehicle Segmentation Using Deformable Templates", IEEE Trans. PAMI, Vol.
18, No. 3, pp. 293-308, March 1996 (with M.P. Dubuisson and S. Lakshamanan).

<p><!WA41><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Page Segmentation Using Texture Analysis", Pattern Recognition, Vol. 29,
No. 5, pp. 743-770, May 1996 (with Y. Zhong).

<p><!WA42><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Fingerprint Classification", Pattern Recognition, Vol. 29, No. 3, pp.
389-404, 1996 (with K. Karu).

<p><!WA43><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"A Markov Random Field Model for Classification of Multisource Satellite
Imagery", IEEE Trans. Geoscience and Remote Sensing, Vol. 34, No. 1, pp.
100-113, January 1996 (with A. Schistad Solberg and T. Taxt).

<p><!WA44><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"A Self-Organizing Network for Hyper-Ellipsoidal Clustering (HEC)",  IEEE
Trans. Neural Networks, Vol. 7, 1, pp. 16-29, January 1996 (with J. Mao).

<p><!WA45><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Reconstruction and Boundary Estimation of Range and Intensity Images Using
Multiscale MRF Representations", CVGIP: Image Understanding, Vol. 63, 2, pp.
353-366, March 1995 (with B. Gunsel and E. Panayirci).

<p><!WA46><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Adaptive Flow Orientation Based Feature Extraction in Fingerprint Images",
Pattern Recognition, 
Vol. 28, pp. 1657-1672, November 1995 (with N. Ratha and S. Chen).	

<p><!WA47><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Locating Text in Complex Color Images", Pattern Recognition,  Vol. 28, 10,
pp. 1523-1536, October 1995 (with K. Karu and Y. Zhong).

<p><!WA48><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Integrating Vision Modules: Stereo, Shading, Grouping, and Line Labeling",
IEEE Trans. PAMI, Vol. 17, pp. 831-842, September 1995 (with S. Pankanti).

<p><!WA49><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"A System for 3D CAD-Based Inspection Using Range Images", Pattern
Recognition, Vol. 28, pp. 1555-1574, October 1995 (with T. Newman).

<p><!WA50><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Knowledge-Based Clustering Scheme for Collection Management and Retrieval
of Library Books", Pattern Recognition, pp. 949-964, 1995 (with M. Narasimha
Murty).

<p><!WA51><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Learning Texture Discrimination Masks", IEEE Trans. PAMI, Vol. 18, 2, pp.
195-205, February 1996 (with K. Karu).

<p><!WA52><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Goal-Directed Evaluation of Binarization Methods", IEEE Trans. PAMI, Vol.
17, pp. 1191-1201, December 1995 (with O. Trier).

<p><!WA53><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"A Non-Linear Projection Method Based on Kohonen's Topology Preserving
Maps", IEEE Trans. Neural Networks, Vol. 6, pp. 548-559, May 1995 (with M.
Kraaijveld and J. Mao).

<p><!WA54><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Segmentation and Matching of Vehicles in Road Images", Transportation
Research Record, No. 1412, pp. 57-63, 1993 (with M.-P. Dubuisson and W.C.
Taylor).

<p><!WA55><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Multisource Classification of Remotely Sensed Data: Fusion of Landsat TM
and SAR Images", IEEE Trans. Geoscience and Remote Sensing, Vol. 32, pp.
768-778, July 1994 (with A. Schistad Solberg and T. Taxt).

<p><!WA56><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"A Survey of Automated Visual Inspection", CVGIP: Image Understanding, Vol.
61, pp. 231-262, March 1995 (with Tim Newman).

<p><!WA57><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Integration of Multiple Feature Groups and Multiple Views into a 3D Object
Recognition System", CVGIP: Image Understanding, Vol. 62, pp. 309-329,
November 1995 (with J. Mao and P. Flynn). Reprinted in Applications of
Invariance in Computer Vision, Lecture Notes in Computer Science, Vol. 825,
Springer Verlag, 1994.

<p><!WA58><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Contour Extraction of Moving Objects in Complex Outdoor Scenes", Int. J. of
Computer Vision, Vol. 14, pp. 83-105, 1995, (with M.P. Dubuisson).

<p><!WA59><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Neural Networks for Feature Extraction and Multivariate Data Projection",
IEEE Trans. Neural Networks, Vol. 6, pp. 296-317, March 1995 (with J. Mao).
This paper received the 1996 IEEE Trans. Neural Networks Outstanding Paper
Award.

<p><!WA60><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Segmentation and Classification of Bacterial Culture Images", Journal of
Microbiological Methods, Vol. 19, pp. 279-295, 1994 (with M.P. Dubuisson and
M.K. Jain).

<p><!WA61><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Address Block Location Using Color and Texture Analysis", CVGIP: Image
Understanding, Vol. 60, 2, pp. 179-190, 1994 (with Y. Chen).

<p><!WA62><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Bayesian Approach to Sensor Fusion: Implementation on a Connection Machine
(CM-2)", Pattern Recognition, Vol. 28, No. 1, pp. 11-26, 1995 (with S. Nadabar).

<p><!WA63><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Obtaining Generic Parts from Range Images using a Multi-View
Representation", CVGIP: Image Understanding, Vol. 60, 1, pp. 44-64, July
1994 (with N.S. Raja).  

<p><!WA64><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Model-Based Classification of Quadric Surfaces", CVGIP: Image
Understanding, Vol. 58, No. 2, September 1993, pp. 235-249 (with P. Flynn
and T. Newman).

<p><!WA65><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"On Training Sample Size and Complexity of Artificial Neural Net
Classifier", INFORMATICA, 3, 3, 1992, pp. 301-337 (with S. Raudys).

<p><!WA66><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Text Segmentation for Automatic Document Processing", Machine Vision and
Applications, 5, 3, 1992, pp. 169-184 (with S. Bhattacharjee). Reprinted in
Document Image Analysis, R. Kasturi and L. O'Gorman (eds.), IEEE Computer
Society Press, 1994.
 
<p><!WA67><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Address Block Location on Envelopes Using Gabor Filters", Pattern
Recognition, 25, 12,  1992, pp. 1459-1477 (with S. Bhattacharjee).
 
<p><!WA68><IMG ALT="o" SRC="http://web.cps.msu.edu/img/ball.red.gif" WIDTH=14 HEIGHT=14>
"Recognizing Geons from Superquadrics Fitted to Range Data", Image and
Vision Computing, 10, 3, 1992, pp. 179-190 (with N.S. Raja).
<p>
<center><!WA69><IMG ALT ="" SRC="http://web.cps.msu.edu/img/bar.red.gif" WIDTH=700 HEIGHT=3></center><p>
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<ADDRESS> 
 <!WA70><a href="http://web.cps.msu.edu/groups/prip/jain/jain.html"><!WA71><IMG alt=" Back " align=bottom SRC="http://web.cps.msu.edu/img/back.gif" WIDTH=20 HEIGHT=20></a> 
 jain@cps.msu.edu 
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Last updated: November 17, 1996
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